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Noise Reduction Technique for Raman Spectrum using Deep Learning Network

Sep 09, 2020
Liangrui Pan, Pronthep Pipitsunthonsan, Peng Zhang, Chalongrat Daengngam, Apidach Booranawong, Mitcham Chongcheawchamnan

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TensorCoder: Dimension-Wise Attention via Tensor Representation for Natural Language Modeling

Aug 12, 2020
Shuai Zhang, Peng Zhang, Xindian Ma, Junqiu Wei, Ningning Wang, Qun Liu

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TRIE: End-to-End Text Reading and Information Extraction for Document Understanding

May 27, 2020
Peng Zhang, Yunlu Xu, Zhanzhan Cheng, Shiliang Pu, Jing Lu, Liang Qiao, Yi Niu, Fei Wu

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Revisiting Regex Generation for Modeling Industrial Applications by Incorporating Byte Pair Encoder

May 06, 2020
Desheng Wang, Jiawei Liu, Xiang Qi, Baolin Sun, Peng Zhang

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Deep Reinforcement Learning (DRL): Another Perspective for Unsupervised Wireless Localization

Apr 09, 2020
You Li, Xin Hu, Yuan Zhuang, Zhouzheng Gao, Peng Zhang, Naser El-Sheimy

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Optimizing Streaming Parallelism on Heterogeneous Many-Core Architectures: A Machine Learning Based Approach

Mar 05, 2020
Peng Zhang, Jianbin Fang, Canqun Yang, Chun Huang, Tao Tang, Zheng Wang

* Accepted to be published at IEEE TPDS. arXiv admin note: substantial text overlap with arXiv:1802.02760 

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KoGuN: Accelerating Deep Reinforcement Learning via Integrating Human Suboptimal Knowledge

Feb 18, 2020
Peng Zhang, Jianye Hao, Weixun Wang, Hongyao Tang, Yi Ma, Yihai Duan, Yan Zheng

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Encoding word order in complex embeddings

Dec 27, 2019
Benyou Wang, Donghao Zhao, Christina Lioma, Qiuchi Li, Peng Zhang, Jakob Grue Simonsen

* 15 pages, 3 figures, ICLR 2020 spotlight paper 

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Similarity-DT: Kernel Similarity Embedding for Dynamic Texture Synthesis

Dec 11, 2019
Shiming Chen, Peng Zhang, Xinge You, Qinmu Peng, Xin Liu, Zehong Cao, Dacheng Tao

* 12 pages, 10 figures, 2 tables 

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Pixel-Wise PolSAR Image Classification via a Novel Complex-Valued Deep Fully Convolutional Network

Sep 29, 2019
Yice Cao, Yan Wu, Peng Zhang, Wenkai Liang, Ming Li

* 17 pages, 12 figures, first submission on May 20th, 2019 

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CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots

Sep 18, 2019
Arshit Gupta, Peng Zhang, Garima Lalwani, Mona Diab

* To appear at EMNLP 2019 

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MarlRank: Multi-agent Reinforced Learning to Rank

Sep 15, 2019
Shihao Zou, Zhonghua Li, Mohammad Akbari, Jun Wang, Peng Zhang

* CIKM 2019 

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Explainable Video Action Reasoning via Prior Knowledge and State Transitions

Aug 28, 2019
Tao Zhuo, Zhiyong Cheng, Peng Zhang, Yongkang Wong, Mohan Kankanhalli

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A Tensorized Transformer for Language Modeling

Aug 09, 2019
Xindian Ma, Peng Zhang, Shuai Zhang, Nan Duan, Yuexian Hou, Dawei Song, Ming Zhou

* Submitted to NeurIPS 2019 

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REAPS: Towards Better Recognition of Fine-grained Images by Region Attending and Part Sequencing

Aug 06, 2019
Peng Zhang, Xinyu Zhu, Zhanzhan Cheng, Shuigeng Zhou, Yi Niu

* PRCV 2019 

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ScenarioSA: A Large Scale Conversational Database for Interactive Sentiment Analysis

Jul 12, 2019
Yazhou Zhang, Lingling Song, Dawei Song, Peng Guo, Junwei Zhang, Peng Zhang

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Using Restart Heuristics to Improve Agent Performance in Angry Birds

May 30, 2019
Tommy Liu, Jochen Renz, Peng Zhang, Matthew Stephenson

* To appear: IEEE Conference on Games 2019 

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Support Relation Analysis for Objects in Multiple View RGB-D Images

May 10, 2019
Peng Zhang, Xiaoyu Ge, Jochen Renz

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GraphNAS: Graph Neural Architecture Search with Reinforcement Learning

Apr 22, 2019
Yang Gao, Hong Yang, Peng Zhang, Chuan Zhou, Yue Hu

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FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing

Apr 22, 2019
Peng Zhang, Fuhao Zou, Zhiwen Wu, Nengli Dai, Skarpness Mark, Michael Fu, Juan Zhao, Kai Li

* 10 pages;6 figures 

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Predicting tongue motion in unlabeled ultrasound videos using convolutional LSTM neural network

Feb 19, 2019
Chaojie Zhao, Peng Zhang, Jian Zhu, Chengrui Wu, Huaimin Wang, Kele Xu

* Accepted by ICASSP 2019 

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Clustering Bioactive Molecules in 3D Chemical Space with Unsupervised Deep Learning

Feb 09, 2019
Chu Qin, Ying Tan, Shang Ying Chen, Xian Zeng, Xingxing Qi, Tian Jin, Huan Shi, Yiwei Wan, Yu Chen, Jingfeng Li, Weidong He, Yali Wang, Peng Zhang, Feng Zhu, Hongping Zhao, Yuyang Jiang, Yuzong Chen

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A Generalized Language Model in Tensor Space

Jan 31, 2019
Lipeng Zhang, Peng Zhang, Xindian Ma, Shuqin Gu, Zhan Su, Dawei Song

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Transformed $\ell_1$ Regularization for Learning Sparse Deep Neural Networks

Jan 04, 2019
Rongrong Ma, Jianyu Miao, Lingfeng Niu, Peng Zhang

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Robust Visual Tracking using Multi-Frame Multi-Feature Joint Modeling

Nov 19, 2018
Peng Zhang, Shujian Yu, Jiamiao Xu, Xinge You, Xiubao Jiang, Xiao-Yuan Jing, Dacheng Tao

* This paper has been accepted by IEEE Transactions on Circuits and Systems for Video Technology. The MATLAB code of our method is available from our project homepage 

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Unsupervised Online Video Object Segmentation with Motion Property Understanding

Oct 09, 2018
Tao Zhuo, Zhiyong Cheng, Peng Zhang, Yongkang Wong, Mohan Kankanhalli

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A Quantum Many-body Wave Function Inspired Language Modeling Approach

Sep 03, 2018
Peng Zhang, Zhan Su, Lipeng Zhang, Benyou Wang, Dawei Song

* The 27th ACM International Conference on Information and Knowledge Management, October 22--26, 2018, Torino, Italy 
* 10 pages,4 figures,CIKM 

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